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Utility software which evaluates the privacy and utility of a sanitized data set.

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PrivacyEvaluation

Libraries

Library dependencies:

  • pandas
  • anytree
  • numpy

To install required libraries:

  1. Open cmd/bash/shell
  2. Execute: pip install libraryName

Instructions

Once necessary libraries have been installed, run main.py to execute the algorithms. Results for each algorithm on the Adult and Bike Sharing data sets will be printed to console. Due to the complexity of some algorithms, this may take some time depending upon machine specifications.



Development Team

Software developed by:

  • Lachlan Sainsbury
  • Mitchell Burley
  • Brendan Rogers
  • Jack Newley

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Utility software which evaluates the privacy and utility of a sanitized data set.

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